Alina Vereshchaka

2 papers · 2020–2020 · 2 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird

Venues

AAAI (1) NeurIPS (1)

Top co-authors

Fan Yang (2) Wen Dong (2) Changyou Chen (2) Yufan Zhou (1)

Research topics

Artificial Intelligence (1) Machine Learning (1) Reinforcement Learning (1) Bayesian & Probabilistic (1) Core AI (1) Core Methods (1) Learning Types (1) Methods (1)

Keywords

imitation learning (2) adversarial learning (1) variational inference (1) bayesian inference (1) policy learning (1) kernel learning (1) distribution matching (1) mean-field approximation (1) maximum mean discrepancy (1) kernel methods (1) multi-agent system (1) sample efficiency (1) variational kernel learning (1)

Papers

Bayesian Multi-type Mean Field Multi-agent Imitation Learning NeurIPS 2020 Variational Adversarial Kernel Learned Imitation Learning AAAI 2020